Institutional Repository
| on estimating cyber adversaries capabilities: a bayesian model approach | |
| Jiang Jianchun; Chen Weifeng; Ding Liping | |
| 2010 | |
| Conference Name | 13th International Symposium on Recent Advances in Intrusion Detection Systems, RAID 2010 |
| Source | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Pages | 502-504 |
| Conference Date | September |
| Conference Place | Ottawa, ON, Canada |
| Indexed Type | EI |
| Publish Place | Germany |
| ISSN | 3029743 |
| ISBN | 3642155111 |
| Department | (1) National Engineering Research Center of Fundamental Software, Institute of Software, Chinese Academy of Sciences, Beijing, China; (2) Dept. of Math and Computer Science, California University of PA, United States |
| English Abstract | Cyber adversaries refer to people or groups who do harm to the information system, such as hackers, espionage persons, and terrorists. Different Cyber adversaries have different motivations, and obviously, have different resources and attack techniques. The resource and attack techniques are referred to as adversaries capacities. Accurate estimation of adversaries capacities can help network administrator to use different approaches to prevent potential attacks or respond to emerging attacks. However, cyber adversaries capabilities are hidden, dynamic and difficult to observe directly. This poster aims to take a systemic approach to estimate adversaries capacities. Since we cannot obtain complete information about the adversaries, a reasonable approach is to estimate adversaries capabilities using partial information that has been observed. The estimation hypothesis, initially stating that the adversary has equal probabilities to have high level capacities and low level capacities, will be refined using Bayesian rules as we collect more evidences from network data. © 2010 Springer-Verlag. |
| Keyword | Bayesian Networks Computer Crime Estimation Personal Computing |
| Content Type | 会议论文 |
| URI | http://ir.iscas.ac.cn/handle/311060/8844 |
| Collection | 基础软件国家工程研究中心 |
| Recommended Citation GB/T 7714 | Jiang Jianchun,Chen Weifeng,Ding Liping. on estimating cyber adversaries capabilities: a bayesian model approach[C]. Germany,2010:502-504. |
| Files in This Item: | ||||||
| File Name/Size | DocType | Version | Access | License | ||
| on estimating cyber （109KB） | 开放获取 | -- | Application Full Text | |||
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment